M. Trachterna et al., Procedure for the semi-automatic detection of gastro-oesophageal reflux patterns in intraluminal impedance measurements in infants, MED ENG PHY, 21(3), 1999, pp. 195-201
The diagnosis of gastro-oesophageal reflux (GOR) is of great interest for p
aediatric gastroenterologists. pH monitoring is the commonly used procedure
for GOR diagnosis but a major amount of postprandial GOR is missed due to
the mostly non-acidic gastric contents in infants. The multiple intralumina
l impedance technique is based on the recording of the impedance changes du
ring bolus transport inside the oesophagus. It is the first method which al
lows the pH-independent, long-term registration of GOR. The use of the impe
dance technology in clinical practice has been limited so far by the time-c
onsuming, visual evaluation of the impedance traces.
The new approach of a semi-automatic analysis of the impedance measurements
allows the automated detection of reflux patterns. It is based on event ma
rking and an optimised feature description of the impedance traces combined
with a fuzzy system for pattern recognition. The classifier is developed a
nd tested on 50 investigations in infants. Compared to the comprehensive, m
ultiple visual evaluation the achieved precision is 75% sensitivity and 48%
positive prediction. In comparison to a single visual evaluation the analy
sis of the automatically proposed patterns corresponds to a 96% reduction o
f the evaluation time with no loss of precision. Thus the applicability of
the impedance technology is enhanced significantly. A combined measurement
of pH and impedance gives evidence about the occurrence of GOR, its pH and
the acidic exposure of the oesophagus. (C) 1999 IPEM. Published by Elsevier
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